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Loopy Belief Propagation on MRFs in ITK

Doria, David
Rensselaer Polytechnic Institute
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Submitted by David Doria on 2011-03-01 08:47:59.

This code provides a base implementation of Loopy Belief Propagation on MRFs in ITK. We use binary image denoising as an example problem to demonstrate this code. This document is intended only to describe the implementation, not the theory. A complete tutorial on loopy belief propagation on MRFs is available here: The code at the time of this submission is here: And the latest version will be here: